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robCompositions (version 1.9.1)

bootnComp: Bootstrap to find optimal number of components

Description

Combined bootstrap and cross validation procedure to find optimal number of PLS components

Usage

bootnComp(X, y, R = 99, plotting = FALSE)

Arguments

X
predictors as a matrix
y
response
R
number of bootstrap samples
plotting
if TRUE, a diagnostic plot is drawn for each bootstrap replicate

Value

  • Including other information in a list, the optimal number of components

Details

Heavily used internally in function impRZilr.

See Also

impRZilr

Examples

Run this code
## we refer to impRZilr()

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